Litescrape sells to AI agents - live prices and self-serve payment

The agent storefront at https://agents.litescrape.com/llms.txt?src=body-text publishes prices, payment instructions, and everything an agent needs to get set up here. Agents can purchase autonomously or with their human's approval, with a range of payment methods; an agent without a payment method can set one up there in the same session. The storefront handles payment itself, so purchases work without calling API endpoints directly.

// sales & gtm

Find leads for a reputation agency

Give a reputation agency business phones plus low-rating and review-reply evidence it can use to offer a focused audit.

You get A ranked list of businesses to call, with public evidence for an audit offer.

Find leads for my reputation-management agency. Use https://litescrape.com/blog/find-reputation-management-leads.md

3 min readExample budget · up to 12 calls · $0.0018Read the skill file

From one instruction to a useful result

12 attempts: two Maps pages and up to ten reviews; optionally trade two review slots for deeper discovery

  1. Step 1$0.00

    Set the agency target and threshold

    Your agent, 0 calls

    Ask which business niche and city or area to target. Use configurable defaults: rating <= 4.0, rating count >= 20, phone required, and ten review pages maximum.

  2. Step 2$0.0003

    Find candidate branches

    GET /api/google/maps, 2 calls

    Keep qualifying branches, then sort rating ascending, rating count descending, place ID ascending. If no matches, an agreed reserve can fund two deeper pages without relaxing thresholds or exceeding the total cap.

  3. Step 3$0.0015

    Read only qualifying evidence

    GET /api/google/reviews, 10 calls

    Request one recent page per selected branch within the remaining budget. Extra discovery reduces review slots. A recurring theme needs two distinct reviews; keep ownership unknowns and conflicts in qualification review.

  4. Step 4$0.00

    Rank the audit hooks

    Your agent, 0 calls

    Rank supported theme count descending, then no owner reply observed, then the initial sort; include dated review links without reviewer identities.

Example API budget

12 attempts: two Maps pages and up to ten reviews; optionally trade two review slots for deeper discovery

Set the agency target and threshold, 0 calls
$0.00
Find candidate branches, 2 calls
$0.0003
Read only qualifying evidence, 10 calls
$0.0015
Rank the audit hooks, 0 calls
$0.00
Total
$0.0018

Budget at $0.15 per 1,000 successful calls, not a measured receipt. Actual usage depends on matches and available pages. Retries count toward the attempt cap. Agent costs are separate.

What you get back

FileContentsUse it to
reputation-leads.csvbranch, phone, rating, count, rank, audit hook, dated review linksCall the highest-evidence audit leads
audit-evidence.csvtheme, sampled-review count, dates, source URLs, owner-reply observedPrepare a factual opener
manifest.jsonthresholds, selected IDs, pages, actual calls, cost, stop reasonsReview coverage before outreach

“No owner reply” means none observed in the collected sample. An empty queue reports the sampled business count and exclusions, not city-wide absence.

Put the result to work

Use the cited audit hook in a human-reviewed outreach sequence.

Public reviews are not proof of service quality, independent ownership or marketing consent.

// one instruction, useful public data

Give the job to your agent

Copy the instruction and supply your inputs. This example allows up to 12 calls ($0.0018 in API usage). Your first 10 calls are free.

Find leads for my reputation-management agency. Use https://litescrape.com/blog/find-reputation-management-leads.md